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docker-compose.yml
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384 lines (363 loc) · 12.1 KB
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name: de-bootcamp
volumes:
pg_data:
minio_data:
trino_data:
hive_metastore_db_data:
metabase_data:
kafka_data:
superset_data:
airflow_db_data:
redis_data:
services:
###########################################################################
# CORE: PostgreSQL (app db)
###########################################################################
postgres:
image: postgres:15
container_name: de_postgres
restart: unless-stopped
command: ["postgres", "-c", "wal_level=logical"]
environment:
POSTGRES_USER: de_user
POSTGRES_PASSWORD: de_pass
POSTGRES_DB: de_db
ports:
- "5432:5432"
volumes:
- pg_data:/var/lib/postgresql/data
###########################################################################
# DATA LAKEHOUSE: MinIO (S3)
###########################################################################
minio:
image: quay.io/minio/minio:RELEASE.2024-05-01T01-11-10Z
container_name: de_minio
command: server /data --console-address ":9001"
environment:
MINIO_ROOT_USER: minioadmin
MINIO_ROOT_PASSWORD: minioadmin
ports:
- "9000:9000" # S3 API
- "9001:9001" # Console
volumes:
- minio_data:/data
minio-create-bucket:
image: minio/mc
container_name: de_minio_create_bucket
depends_on:
- minio
entrypoint: >
/bin/sh -c "
mc alias set local http://minio:9000 minioadmin minioadmin &&
mc mb -p local/lakehouse || true &&
mc mb -p local/raw || true &&
mc mb -p local/bronze || true &&
mc mb -p local/silver || true &&
mc mb -p local/gold || true &&
exit 0
"
restart: "no"
###########################################################################
# HIVE METASTORE: Postgres DB + Metastore service
###########################################################################
hive-metastore-db:
image: postgres:15
environment:
POSTGRES_DB: metastore
POSTGRES_USER: hive
POSTGRES_PASSWORD: hive
POSTGRES_INITDB_ARGS: "--auth-host=md5 --auth-local=trust"
ports:
- "5433:5432"
volumes:
- hive_metastore_db_data:/var/lib/postgresql/data
healthcheck:
test: ["CMD-SHELL", "pg_isready -U hive -d metastore"]
interval: 5s
timeout: 5s
retries: 20
hive-metastore:
image: apache/hive:3.1.3
platform: linux/amd64
depends_on:
hive-metastore-db:
condition: service_healthy
environment:
SERVICE_NAME: metastore
# Entrypoint sets SKIP_SCHEMA_INIT from IS_RESUME. false = run schematool -initSchema once.
# After first successful start, set to "true" and restart so restarts don't re-init (else: "BUCKETING_COLS already exists").
IS_RESUME: "true"
DB_DRIVER: postgres
SERVICE_OPTS: >
-Djavax.jdo.option.ConnectionURL=jdbc:postgresql://hive-metastore-db:5432/metastore
-Djavax.jdo.option.ConnectionDriverName=org.postgresql.Driver
-Djavax.jdo.option.ConnectionUserName=hive
-Djavax.jdo.option.ConnectionPassword=hive
ports:
- "9083:9083"
healthcheck:
test: ["CMD-SHELL", "bash -c 'echo >/dev/tcp/127.0.0.1/9083' || exit 1"]
interval: 5s
timeout: 3s
retries: 10
start_period: 30s
###########################################################################
# TRINO
# NOTE:
# - trino config must exist at ./trino/etc (node.properties, config.properties, jvm.config, log.properties, catalog/)
# - data dir mapped to /data/trino to avoid permission issues
###########################################################################
trino:
image: trinodb/trino:435
container_name: de_trino
restart: unless-stopped
user: "0"
ports:
- "8080:8080"
depends_on:
hive-metastore:
condition: service_healthy
minio:
condition: service_started
volumes:
- ./trino/etc:/etc/trino:ro
- trino_data:/data/trino
###########################################################################
# BI: Metabase (Week 4 Buổi 7 — Dashboard)
# UI: http://localhost:3000 — Add Postgres: host=postgres, port=5432, db=de_db
###########################################################################
metabase:
image: metabase/metabase:v0.49.0
container_name: de_metabase
restart: unless-stopped
ports:
- "3000:3000"
depends_on:
- postgres
environment:
MB_JETTY_HOST: "0.0.0.0"
volumes:
- metabase_data:/data
###########################################################################
# STREAMING: Zookeeper + Kafka (Week 6 Buổi 12 — Kafka Fundamentals)
# Start: docker compose --profile streaming up -d
# Bootstrap (host): localhost:9092
###########################################################################
zookeeper:
image: confluentinc/cp-zookeeper:7.5.0
container_name: de_zookeeper
restart: unless-stopped
profiles:
- streaming
environment:
ZOOKEEPER_CLIENT_PORT: 2181
ZOOKEEPER_TICK_TIME: 2000
ports:
- "2181:2181"
kafka:
image: confluentinc/cp-kafka:7.5.0
container_name: de_kafka
restart: unless-stopped
profiles:
- streaming
depends_on:
- zookeeper
ports:
- "9092:9092"
environment:
KAFKA_BROKER_ID: 1
KAFKA_ZOOKEEPER_CONNECT: zookeeper:2181
KAFKA_LISTENERS: PLAINTEXT://0.0.0.0:9092
KAFKA_ADVERTISED_LISTENERS: PLAINTEXT://localhost:9092
volumes:
- kafka_data:/var/lib/kafka/data
###########################################################################
# CDC: Kafka Connect + Debezium (Week 7 Buổi 13 — CDC PostgreSQL → Kafka)
# REST API: http://localhost:8083
# Start: docker compose --profile streaming up -d (after Kafka + Zookeeper)
###########################################################################
connect:
image: debezium/connect:2.4
container_name: de_connect
restart: unless-stopped
profiles:
- streaming
depends_on:
- kafka
ports:
- "8083:8083"
environment:
BOOTSTRAP_SERVERS: kafka:9092
GROUP_ID: connect-cluster
CONFIG_STORAGE_TOPIC: connect-configs
OFFSET_STORAGE_TOPIC: connect-offsets
STATUS_STORAGE_TOPIC: connect-status
CONFIG_STORAGE_REPLICATION_FACTOR: 1
OFFSET_STORAGE_REPLICATION_FACTOR: 1
STATUS_STORAGE_REPLICATION_FACTOR: 1
KEY_CONVERTER: org.apache.kafka.connect.json.JsonConverter
VALUE_CONVERTER: org.apache.kafka.connect.json.JsonConverter
CONFIG_STORAGE_KEY_CONVERTER: org.apache.kafka.connect.storage.StringConverter
OFFSET_STORAGE_KEY_CONVERTER: org.apache.kafka.connect.storage.StringConverter
OFFSET_STORAGE_VALUE_CONVERTER: org.apache.kafka.connect.json.JsonConverter
###########################################################################
# STREAMING: Flink (Week 7 Buổi 14 — Kafka → Flink → MinIO)
# Web UI: http://localhost:8081
# Cần thêm JAR Kafka connector vào /opt/flink/lib (xem scripts/download_flink_connectors.sh)
###########################################################################
flink-jobmanager:
image: apache/flink:1.18.0-scala_2.12-java11
container_name: de_flink_jobmanager
restart: unless-stopped
profiles:
- streaming
depends_on:
- kafka
ports:
- "8081:8081"
command: jobmanager
environment:
- FLINK_PROPERTIES=jobmanager.rpc.address=flink-jobmanager
- AWS_ACCESS_KEY_ID=minioadmin
- AWS_SECRET_ACCESS_KEY=minioadmin
flink-taskmanager:
image: apache/flink:1.18.0-scala_2.12-java11
container_name: de_flink_taskmanager
restart: unless-stopped
profiles:
- streaming
depends_on:
- flink-jobmanager
command: taskmanager
environment:
- FLINK_PROPERTIES=jobmanager.rpc.address=flink-jobmanager
- AWS_ACCESS_KEY_ID=minioadmin
- AWS_SECRET_ACCESS_KEY=minioadmin
###########################################################################
# BI: Superset (Week 7 Buổi 14 — Realtime dashboard)
# UI: http://localhost:8088 — admin / admin
###########################################################################
superset:
image: apache/superset:3.0.0
container_name: de_superset
restart: unless-stopped
profiles:
- streaming
depends_on:
- postgres
ports:
- "8088:8088"
environment:
SUPERSET_SECRET_KEY: "dev-secret-key-change-in-production"
SUPERSET_LOAD_EXAMPLES: "no"
volumes:
- superset_data:/app/superset_home
user: "root"
command: >
/bin/sh -c "
superset db upgrade &&
(superset fab create-admin --username admin --firstname Admin --lastname User --email admin@localhost --password admin 2>/dev/null || true) &&
superset init &&
superset run -h 0.0.0.0 -p 8088
"
###########################################################################
# ORCHESTRATION: Airflow (Week 8 Buổi 15 — DAG ingest → clean → load → validate)
# Start: docker compose --profile airflow up -d (sau khi chạy airflow-init một lần)
# UI: http://localhost:8082 — airflow / airflow
###########################################################################
airflow-db:
image: postgres:15
container_name: de_airflow_db
restart: unless-stopped
profiles:
- airflow
environment:
POSTGRES_USER: airflow
POSTGRES_PASSWORD: airflow
POSTGRES_DB: airflow
ports:
- "5434:5432"
volumes:
- airflow_db_data:/var/lib/postgresql/data
healthcheck:
test: ["CMD-SHELL", "pg_isready -U airflow -d airflow"]
interval: 5s
timeout: 5s
retries: 10
airflow-init:
image: apache/airflow:2.8.0
container_name: de_airflow_init
profiles:
- airflow
depends_on:
airflow-db:
condition: service_healthy
environment:
AIRFLOW__CORE__EXECUTOR: LocalExecutor
AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@airflow-db:5432/airflow
_AIRFLOW_WWW_USER_USERNAME: airflow
_AIRFLOW_WWW_USER_PASSWORD: airflow
AIRFLOW_UID: "0"
command: >
bash -c "
airflow db init &&
airflow users create --username airflow --firstname Admin --lastname User --role Admin --email admin@localhost --password airflow 2>/dev/null || true &&
echo 'Airflow DB initialized.'
"
user: "root"
airflow-webserver:
image: apache/airflow:2.8.0
container_name: de_airflow_webserver
restart: unless-stopped
profiles:
- airflow
depends_on:
airflow-db:
condition: service_healthy
airflow-init:
condition: service_completed_successfully
environment:
AIRFLOW__CORE__EXECUTOR: LocalExecutor
AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@airflow-db:5432/airflow
AIRFLOW__WEBSERVER__EXPOSE_CONFIG: "true"
AIRFLOW_UID: "0"
ports:
- "8082:8080"
volumes:
- ./airflow/dags:/opt/airflow/dags
command: webserver
user: "root"
airflow-scheduler:
image: apache/airflow:2.8.0
container_name: de_airflow_scheduler
restart: unless-stopped
profiles:
- airflow
depends_on:
airflow-db:
condition: service_healthy
airflow-init:
condition: service_completed_successfully
environment:
AIRFLOW__CORE__EXECUTOR: LocalExecutor
AIRFLOW__DATABASE__SQL_ALCHEMY_CONN: postgresql+psycopg2://airflow:airflow@airflow-db:5432/airflow
AIRFLOW_UID: "0"
volumes:
- ./airflow/dags:/opt/airflow/dags
command: scheduler
user: "root"
###########################################################################
# FEATURE STORE: Redis (Week 9 Buổi 17 — Feast online store)
# Start: docker compose --profile featurestore up -d
# Connection: redis:6379 (trong Docker), localhost:6379 (từ host)
###########################################################################
redis:
image: redis:7-alpine
container_name: de_redis
restart: unless-stopped
profiles:
- featurestore
ports:
- "6379:6379"
volumes:
- redis_data:/data